Results

ALL

CD4, CD8, Mono, DNT, NK

## Warning: Removed 4935 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 4007 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

major cell type level

## Warning: Removed 8891 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 944 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7905 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 148 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7822 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 416 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 5917 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 1520 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8257 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 11 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

cell subtype level

## Warning: Removed 10493 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 314 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7905 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 148 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8576 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 1355 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 9145 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 150 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7436 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: Removed 7492 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 141 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7414 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 121 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7224 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 476 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8186 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: Removed 9104 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 17 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8699 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 100 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7634 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 56 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7684 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 72 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8257 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 11 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

MCL

CD4, CD8, Mono, DNT, NK

## Warning: Removed 4092 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 4745 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

major cell type level

## Warning: Removed 6771 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 2686 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 6897 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 391 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7568 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 723 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7329 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 15 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8202 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).

cell subtype level

## Warning: Removed 9313 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 461 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8496 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: Removed 6538 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 2861 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7521 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 93 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 6913 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 318 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7294 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: Removed 7329 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 15 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8784 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 55 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 6906 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 377 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8102 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 15 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 6972 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: Removed 8803 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 106 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7424 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: Removed 8202 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).

ALL + MCL

CD4, CD8, Mono, DNT, NK

## Warning: Removed 4399 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 4497 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

major cell type level

## Warning: Removed 7059 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 2474 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7397 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 164 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7637 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 651 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 5928 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 1452 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7165 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 32 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

cell subtype level

## Warning: Removed 9296 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 199 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7397 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 164 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 6625 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 2971 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8841 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 87 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7326 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: Removed 7190 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 227 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7071 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 335 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 6119 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 1268 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8139 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 15 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 8735 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 207 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7939 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 10 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 6669 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 50 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7511 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 163 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## Warning: Removed 7165 rows containing missing values or values outside the scale range
## (`geom_text_repel()`).
## Warning: ggrepel: 32 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps